Hy4 preview vs MiniMax M3.1 Flash: Specs & Benchmark Comparison

Hy4 preview is developed by Tencent, while MiniMax M3.1 Flash comes from MiniMax. Hy4 preview was released in August 2026, and MiniMax M3.1 Flash followed 2 months later in October 2026. Hy4 preview has a published size of about 770 billion parameters; MiniMax has not disclosed the parameter count of MiniMax M3.1 Flash.

The two models share 6 published benchmarks. MiniMax M3.1 Flash leads on 4 of them, Hy4 preview on 1. The widest gaps are on Agents' Last Exam, where MiniMax M3.1 Flash scores 29.6% against 22.8%; CyberGym, where MiniMax M3.1 Flash scores 82.2% against 78.4%. Averaged across everything we track, Hy4 preview sits at 58.7% and MiniMax M3.1 Flash at 56.4%.

MiniMax M3.1 Flash is available through an API at $0.15 per million input tokens with a 1M-token context window. We do not track a hosted API for Hy4 preview, so pricing and context cannot be compared directly.

CharacteristicHy4 previewMiniMax M3.1 Flash
CompanyTencentMiniMax
Release DateAugust 28, 2026October 19, 2026
Parameters770B—
MultimodalNoYes
Context (input)—1.0M
Context (output)—524K
Input Price / 1M—$0.15
Output Price / 1M—$0.60
Average Score58.7%56.4%
Benchmarks
Agents' Last Exam22.8%29.6%
CyberGym78.4%82.2%
PostTrainBench35.6%39.3%
BankerToolBench78.6%76.2%
NL2Repo58.9%61.2%
Humanity's Last Exam (no tools, text-only)43.4%43.4%

Visual Benchmark Comparison

Hy4 preview
MiniMax M3.1 Flash
Agents' Last Exam0.2 vs 0.3
0.2
0.3
CyberGym0.8 vs 0.8
0.8
0.8
PostTrainBench0.4 vs 0.4
0.4
0.4
BankerToolBench0.8 vs 0.8
0.8
0.8
NL2Repo0.6 vs 0.6
0.6
0.6
Humanity's Last Exam (no tools, text-only)0.4 vs 0.4
0.4
0.4

Verdict

MiniMax M3.1 Flash leads in 1 out of 2 comparison categories.

Overall Performance

Both models show comparable average scores: Hy4 preview — 0.6, MiniMax M3.1 Flash — 0.6.

Recency

MiniMax M3.1 Flash is newer: released 10/19/2026 vs 8/28/2026.

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Frequently Asked Questions

Which is better for coding — Hy4 preview or MiniMax M3.1 Flash?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — Hy4 preview or MiniMax M3.1 Flash?
API pricing data is available on the individual model pages.
Which has a larger context window — Hy4 preview or MiniMax M3.1 Flash?
Context window data is available on the individual model pages.

The Hy4 preview and MiniMax M3.1 Flash comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the Hy4 preview or MiniMax M3.1 Flash page. See also the complete list of AI model comparisons.